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GWAS Study

Combining cross-sectional and longitudinal genomic approaches to identify determinants of cognitive and physical decline.

Schoeler T, Pingault JB, Kutalik Z

40374629 PubMed ID
GWAS Study Type
131736 Participants
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Chapter I

Publication Details

Comprehensive information about this research publication

Authors

ST
Schoeler T
PJ
Pingault JB
KZ
Kutalik Z
Chapter II

Abstract

Summary of the research findings

Large-scale genomic studies focusing on the genetic contribution to human aging have mostly relied on cross-sectional data. With the release of longitudinally curated aging phenotypes by the UK Biobank (UKBB), it is now possible to study aging over time at genome-wide scale. In this work, we evaluated the suitability of competing models of change in realistic simulation settings, performed genome-wide association scans on simulation-validated measures of age-related deweekcline, and followed up with LD-score regression and Mendelian Randomization (MR) analyses. Focusing on global cognitive and physical function, we observed marked differences between baseline function (θ) and accelerated decline (Δ). Both outcomes showed distinct heritability levels (e.g., 31.38% h θ 2 versus 3.15% h Δ 2 for physical function) and different associated loci (e.g., DUSP6 specific to physical Δ). Further, we found little commonalities across the two dimensions of aging-while cognitive decline was largely driven by Alzheimer's disease liability (standardized MR-effect, γ = 0.17), physical decline was mostly impacted by telomere length (γ = -0.05) and bone mineral density (γ = -0.05). Our work highlights the utility of longitudinal genomic efforts to scrutinize age-dependent genetic and environmental effects on physical and cognitive outcomes. Careful modelling and attention to participation characteristics are, however, crucial for valid inference.

131,736 European ancestry individuals

Chapter III

Study Statistics

Key metrics and study information

131736
Total Participants
GWAS
Study Type
No
Replicated
European
Ancestry
U.K.
Recruitment Country
Chapter IV

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